Siddhant Rai

Siddhant Rai Email and Phone Number

Applied Researcher @ OpenMined
India
Siddhant Rai's Location
India, India
Siddhant Rai's Contact Details

Siddhant Rai work email

Siddhant Rai personal email

n/a
About Siddhant Rai

If you have an interesting problem, we can ponder over the possible solution. ๐Ÿ˜ŠHello! ๐Ÿ‘‹ I'm a seasoned professional with expertise in Computer Vision, where I've worked on projects ranging from Optical Character Recognition (OCR) to satellite image analysis. Additionally, I specialize in Natural Language Processing (NLP), with experience in tasks like Named Entity Recognition and generative chatbots. My problem-solving skills, honed through meta-heuristic algorithms like genetic algorithms, are ready to tackle challenges. ๐Ÿ’ก๐Ÿ”I hold a deep passion for continuously learning ๐Ÿ“š, understanding and applying new things. Beyond my technical pursuits, I have a keen interest in philosophy ๐Ÿ“–(from Absurdism to Advaita, count me in for discussions) and love immersing myself in books that explore profound ideas. In my leisure time, I also enjoy solving puzzles and Rubik's cubes. ๐Ÿงฉ Love to play football โšฝ & badminton ๐Ÿธ.Throughout my career, I've achieved significant milestones ๐Ÿ†. In the realm of Computer Vision, I've ventured into diverse domains, from digitizing schematic diagrams to developing end-to-end safety solutions in production environments. My NLP journey has included projects like document-level Named Entity Recognition and harnessing Langchain and llama-index for innovative solutions. ๐Ÿš€๐ŸŒWhat sets me apart are my proficiency in Data Structures and Algorithms, reinforced by my competitive coding endeavors. Currently ranked within the top 1400 on HackerRank globally, I take pride in coding solutions from scratch. This includes crafting multi-layered Artificial Neural Networks and implementing custom Genetic Algorithms for tasks like game AI (e.g., Pong and Flappy Bird). I'm also dedicated to implementing research papers ๐Ÿ“ and creating custom architectures tailored to business needs, whether in the realm of vision (e.g., custom-ViT and similarity architectures, NeRF) or NLP (e.g., custom-LSTM with attention across time-space). My approach to problem-solving is deeply rooted in first principles, aiming for simple yet highly effective solutions. ๐Ÿ’ป๐Ÿง Presently, my focus lies in implementing cutting-edge research and exploring opportunities for collaboration ๐Ÿค. I'm eager to work with like-minded professionals who share a passion for pushing boundaries and driving innovation. Let's connect and explore the possibilities together! ๐Ÿš€Feel free to reach out and connect with me. You can contact me at rsiddhant73@gmail.com. I'm looking forward to engaging with fellow professionals who are as passionate about technology and innovation as I am. ๐Ÿ“ง๐Ÿ‘ฅ

Siddhant Rai's Current Company Details
OpenMined

Openmined

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Applied Researcher
India
Website:
openmined.org
Employees:
43
Siddhant Rai Work Experience Details
  • Openmined
    Applied Researcher
    Openmined
    India
  • Siemens
    Lead Research Engineer
    Siemens Oct 2024 - Present
    Bengaluru, Karnataka, India
  • Siemens Technology India
    Research Engineer - Machine Learning
    Siemens Technology India Aug 2022 - Oct 2024
    India
    1. Implemented instance segmentation techniques for wire localization and assignment, optimizing board assembly processes.2. Spearheaded zero-shot visual quality inspections on textured images, ensuring high product standards.3. Pioneered time-series forecasting and trajectory modeling for efficient vehicle routing, while also developing interactive dashboards for anomaly detection and trend visualization.4. Innovated schematic diagram digitization by creating custom information extraction modules for structured and unstructured documents.5. Contributed to intellectual property with multiple invention disclosures, focusing on topics such as industrial optimization and leveraging Language Model Models (LLMs) for industrial applications as well as metaverse.Key Skills: Instance Segmentation, Visual Quality Inspection, Time-Series Forecasting, Trajectory Modeling, Information Extraction, Intellectual Property, Industrial Optimization, Language Model Models (LLMs), Metaverse Applications
  • Siemens
    Research Professional (On Contract)
    Siemens Aug 2021 - Jul 2022
    Bengaluru, Karnataka, India
  • Sateek .Co
    Mentor
    Sateek .Co Oct 2024 - Present
    mentorship over the topics related to ML/DL, genAI, philosophy, learning and self-improvement.
  • Healthflex
    Technical Mentor
    Healthflex Jan 2024 - Present
    Bengaluru, Karnataka, India
  • Self-Employed
    Freelance
    Self-Employed Feb 2021 - Present
    - Utilized HamNoSys to Sigml conversion techniques to enhance accessibility for individuals with speech disabilities, ensuring seamless video communication.Implemented 3D-convolution based architecture for multi-label classification.- Applied Genetic Algorithms to optimize online learning from diverse environments, enhancing adaptability and performance.- Spearheaded front and backend development, integrating speech-assisted form filling for improved user experiences, accessibility, and efficiency.
  • Springworks
    Technical Consultant
    Springworks Jan 2023 - Mar 2023
    1. Assisted in development of LLM-powered chatbots.
  • Springworks
    Mentor
    Springworks Nov 2021 - Jan 2022
    - Mentored interns, ensuring code quality and offering technical support to foster their growth.- Delivered comprehensive explanations of various deep learning algorithms, building a strong foundation from the ground up.Keywords: Mentored, Code Quality, Technical Support, Deep Learning Algorithms, Fundamentals.
  • Springworks
    Machine Learning Engineer
    Springworks May 2021 - Jul 2021
    India
    1. Developed a resume parsing service, employing rule-based and custom LSTM architecture with attention mechanisms to extract essential information from resumes and CVs, enhancing information retrieval efficiency.2. Worked on the creation of a Job recommendation engine, leveraging resume data and previous performance metrics to optimize job matches with job descriptions, enhancing candidate placement accuracy.3. Worked on the development of a Multiple Choice Question and Answer generation system for a trivia bot, harnessing advanced techniques including GPT-3 and prompt engineering, resulting in engaging and dynamic quiz experiences.4. Engineered a service for precise information extraction from TikTok profiles, utilizing user IDs and additional parameters such as timeframe and likes, streamlining data retrieval for targeted analysis.Keywords: Resume parsing, Information retrieval, Custom LSTM architecture, NER, Job recommendation engine, Performance metrics, Multiple Choice Questions, Answer generation, Trivia bot, GPT-3, Prompt engineering, Information extraction, TikTok, User profiles.
  • Springworks (Previously Springrole)
    Software Engineer Intern
    Springworks (Previously Springrole) May 2020 - May 2021
    Bengaluru, Karnataka, India
    1. Conducted satellite image segmentation using advanced algorithms to assess lawn area, optimizing cost estimates for mowing and plowing services.2. Developed custom architectures and backend systems to extract entities from government documents, enabling seamless e-verification for Aadhar card, PAN card, and more.3. Established a face matching service by integrating document proofs and applicant selfies, enhancing identity verification processes.
  • Astute Resolutions
    Machine Learning Intern
    Astute Resolutions Aug 2019 - Oct 2019
    Lucknow Area, India
    - Developed surveillance algorithms, including camera temperature detection and fire/smoke detection, enhancing safety measures.- Spearheaded a parallel parking project, configuring both backend and UI components. Devised an algorithm for optimal vehicle positioning within tight parking spaces.- Utilized TensorFlow and OpenCV extensively for seamless implementation of computer vision solutions.Keywords: Surveillance algorithms, Camera temperature detection, Fire and smoke detection, Parallel parking, Backend configuration, UI development, Vehicle positioning algorithm, TensorFlow, OpenCV, Computer vision solutions.

Siddhant Rai Skills

Artificial Neural Networks Neural Networks P5.js Deep Neural Networks Public Speaking Data Science Algorithms Software Engineering Practices C Audacity I Am A Linguist Tensorflow Image Processing Data Mining Deep Learning Anaconda K Nearest Neighbors Web Content Writing Cascading Style Sheets Natural Language Processing Html C (Programming Language Anchor Artificial Intelligence Data Structures Java Machine Learning Algorithms Database Management System Processing.js Php Javascript C++ Algorithmist Computer Vision Sql Python Computer Science Software Development Convolutional Neural Networks Problem Solving Machine Learning Applied Machine Learning Julia Programming Languages Html5 Competitive Programming Genetic Algorithms

Siddhant Rai Education Details

Frequently Asked Questions about Siddhant Rai

What company does Siddhant Rai work for?

Siddhant Rai works for Openmined

What is Siddhant Rai's role at the current company?

Siddhant Rai's current role is Applied Researcher.

What is Siddhant Rai's email address?

Siddhant Rai's email address is si****@****ned.org

What schools did Siddhant Rai attend?

Siddhant Rai attended Lovely Professional University, City Montessori School, City Montessori School.

What skills is Siddhant Rai known for?

Siddhant Rai has skills like Artificial Neural Networks, Neural Networks, P5.js, Deep Neural Networks, Public Speaking, Data Science, Algorithms, Software Engineering Practices, C, Audacity, I Am A Linguist, Tensorflow.

Who are Siddhant Rai's colleagues?

Siddhant Rai's colleagues are Shubham Gupta, Amber Trask, Rod Dewar, Icd.d, Peter Smith, Subha Ramkumar, Will C., Yash Gorana.

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